Vladimir Čeperić

University of Zagreb — Croatia

Computer Science · Physical Sciences

13h-index1.1kcitations55works1.02yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Neural Networks and Reservoir Computing(15), Electromagnetic Compatibility and Noise Suppression(14), Optical Network Technologies(10), Neural Networks and Applications(6), Quantum Computing Algorithms and Architecture(6)

Publications55 total

Soft-Cell Tessellations for Finite Element Mesh Generation: Convergence and Accuracy Analysis
Mathematics·2026Open Access
Scalable Optical Convolutional Neural Networks for Edge Applications
2025
Autonomous Electromagnetic Simulation and Modeling of QFN Micro-Electronic Packages Using LLM Agents
IEEE Access·2025Open Access
Design and Verification Challenges in SoC Integration of PicoRV32 RISC-V with Sigma-Delta ADC
2024· 3 cited
Transforming Time-Series Data for Improved LLM-Based Forecasting Through Adaptive Encoding
International Journal of Simulation Systems Science & Technology·2024· 2 cited
Boosting the Performance of Transformer Architectures for Semantic Textual Similarity
arXiv (Cornell University)·2023· 1 citedOpen Access
Decoupling Analog Conservative Connections Using Waveform Relaxation Method
2021
Decoupling Analog Conservative Connections Using Waveform Relaxation Interface
International Convention on Information and Communication Technology, Electronics and Microelectronics·2021
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery
IEEE Transactions on Neural Networks and Learning Systems·2020· 17 citedOpen Access
Predictive and generative machine learning models for photonic crystals
Nanophotonics·2020· 90 citedOpen Access
Accelerating recurrent Ising machines in photonic integrated circuits
Optica·2020· 140 citedOpen Access
Heuristic recurrent algorithms for photonic Ising machines
Nature Communications·2020· 6 citedOpen Access
A Recurrent Ising Machine in a Photonic Integrated Circuit
arXiv (Cornell University)·2020· 2 citedOpen Access
Supplementary document for A Recurrent Ising Machine in a Photonic Integrated Circuit - 4538445.pdf
OPAL (Open@LaTrobe) (La Trobe University)·2020Open Access
A Recurrent Ising Machine in a Photonic Integrated Circuit
arXiv (Cornell University)·2019· 4 citedOpen Access
Photonic Recurrent Ising Sampler
Conference on Lasers and Electro-Optics·2019· 1 cited
Integrated Nanophotonic Ising Sampler
Conference on Lasers and Electro-Optics·2019
Integrated Nanophotonic Ising Sampler
Conference on Lasers and Electro-Optics·2019
Photonic Recurrent Ising Sampler
Conference on Lasers and Electro-Optics·2019· 9 cited
On-Chip Optical Convolutional Neural Networks
arXiv (Cornell University)·2018· 57 citedOpen Access
page 1 of 3Next →

Frequent Co-authors

Adrijan Barić(31), Marin Soljačić(9), Mihika Prabhu(7), Charles Roques‐Carmes(7), John D. Joannopoulos(7), Yichen Shen(6), Dirk Englund(6), Georges Gielen(6), Branimir Pejčinović(5), Tvrtko Mandić(5), Jacques Carolan(4), Ryan Hamerly(4), Tom Baehr‐Jones(4), Michael Hochberg(4), Li Jing(4), Nicholas C. Harris(3), Cristian Zanoci(3), Fadi Atieh(3), Tena Dubček(3), Ervin Čeperić(2)